IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0209442.html
   My bibliography  Save this article

Associations between socio-economic factors and alcohol consumption: A population survey of adults in England

Author

Listed:
  • Emma Beard
  • Jamie Brown
  • Robert West
  • Eileen Kaner
  • Petra Meier
  • Susan Michie

Abstract

Aim: To gain a better understanding of the complex relationships of different measures of social position, educational level and income with alcohol consumption in England. Method: Between March 2014 and April 2018 data were collected on n = 57,807 alcohol drinkers in England taking part in the Alcohol Toolkit Study (ATS). Respondents completed the AUDIT-C measure of frequency of alcohol consumption, amount consumed on a typical day and binge drinking frequency. The first two questions were used to derive a secondary measure of quantity: average weekly unit consumption. Socio-economic factors measured were: social-grade (based on occupation), employment status, educational qualifications, home and car ownership and income. Models were constructed using ridge regression to assess the contribution of each predictor taking account of high collinearity. Models were adjusted for age, gender and ethnicity. Results: The strongest predictor of frequency of alcohol consumption was social-grade. Those in the two lowest occupational categories of social grade (e.g. semi-skilled and unskilled manual workers, and unemployed, pensioners, casual workers) has fewer drinking occasions than those in professional-managerial occupations (β = -0.29, 95%CI -0.34 to -0.25; β = -0.31, 95%CI -0.33 to -0.29). The strongest predictor of consumed volume and binge drinking frequency was lower educational attainment: those whose highest qualification was an A-level (i.e. college/high school qualification) drank substantially more on a typical day (β = 0.28, 95%CI 0.25 to 0.31) and had a higher weekly unit intake (β = 3.55, 95%CI 3.04 to 4.05) than those with a university qualification. They also reported a higher frequency of binge drinking (β = 0.11, 95%CI 0.09 to 0.14). Housing tenure was a strong predictor of all drinking outcomes, while employment status and car ownership were the weakest predictors of most outcomes. Conclusion: Social-grade and educational attainment appear to be the strongest socioeconomic predictors of alcohol consumption indices in England, followed closely by housing tenure. Employment status and car ownership have the lowest predictive power.

Suggested Citation

  • Emma Beard & Jamie Brown & Robert West & Eileen Kaner & Petra Meier & Susan Michie, 2019. "Associations between socio-economic factors and alcohol consumption: A population survey of adults in England," PLOS ONE, Public Library of Science, vol. 14(2), pages 1-15, February.
  • Handle: RePEc:plo:pone00:0209442
    DOI: 10.1371/journal.pone.0209442
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0209442
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0209442&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0209442?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Emma Beard & Jamie Brown & Robert West & Colin Angus & Alan Brennan & John Holmes & Eileen Kaner & Petra Meier & Susan Michie, 2016. "Deconstructing the Alcohol Harm Paradox: A Population Based Survey of Adults in England," PLOS ONE, Public Library of Science, vol. 11(9), pages 1-17, September.
    2. Weiwei Feng & Wei Zhou & J.S. Butler & Brenda M. Booth & Michael T. French, 2001. "The impact of problem drinking on employment," Health Economics, John Wiley & Sons, Ltd., vol. 10(6), pages 509-521, September.
    3. Duncan, G.J. & Daly, M.C. & McDonogh, P. & Williams, D.R., 2002. "Erratum: Optimal indicators of socioeconomic status for health research (American Journal of Public Health (2002) 92 (1151-1157))," American Journal of Public Health, American Public Health Association, vol. 92(8), pages 1212-1212.
    4. Crum, R.M. & Helzer, J.E. & Anthony, J.C., 1993. "Level of education and alcohol abuse and dependence in adulthood: A further inquiry," American Journal of Public Health, American Public Health Association, vol. 83(6), pages 830-837.
    5. Núria Obradors-Rial & Carles Ariza & Luis Rajmil & Carles Muntaner, 2018. "Socioeconomic position and occupational social class and their association with risky alcohol consumption among adolescents," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 63(4), pages 457-467, May.
    6. Ram, Rati, 1982. "Composite indices of physical quality of life, basic needs fulfilment, and income : A principal component representation," Journal of Development Economics, Elsevier, vol. 11(2), pages 227-247, October.
    7. J.M. Batista-Foguet & J. Fortiana & C. Currie & J.R. Villalbí, 2004. "Socio-economic Indexes in Surveys for Comparisons between Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 67(3), pages 315-332, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Sadie Boniface & Dan Lewer & Stephani L Hatch & Laura Goodwin, 2020. "Associations between interrelated dimensions of socio-economic status, higher risk drinking and mental health in South East London: A cross-sectional study," PLOS ONE, Public Library of Science, vol. 15(2), pages 1-12, February.
    2. Susanna Calling & Henrik Ohlsson & Jan Sundquist & Kristina Sundquist & Kenneth S Kendler, 2019. "Socioeconomic status and alcohol use disorders across the lifespan: A co-relative control study," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-14, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Emma Beard & Jamie Brown & Robert West & Colin Angus & Alan Brennan & John Holmes & Eileen Kaner & Petra Meier & Susan Michie, 2016. "Deconstructing the Alcohol Harm Paradox: A Population Based Survey of Adults in England," PLOS ONE, Public Library of Science, vol. 11(9), pages 1-17, September.
    2. Gina Martin & Joanna Inchley & Alan Marshall & Niamh Shortt & Candace Currie, 2019. "The neighbourhood social environment and alcohol use among urban and rural Scottish adolescents," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 64(1), pages 95-105, January.
    3. Vanessa Tan & Cynthia Chen & Reshma Aziz Merchant, 2022. "Association of social determinants of health with frailty, cognitive impairment, and self-rated health among older adults," PLOS ONE, Public Library of Science, vol. 17(11), pages 1-18, November.
    4. Rajko Tomaš, 2022. "Measurement of the Concentration of Potential Quality of Life in Local Communities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 163(1), pages 79-109, August.
    5. Banerjee, Asis Kumar, 2010. "A multidimensional Gini index," Mathematical Social Sciences, Elsevier, vol. 60(2), pages 87-93, September.
    6. Francesco Renna, 2007. "The economic cost of teen drinking: late graduation and lowered earnings," Health Economics, John Wiley & Sons, Ltd., vol. 16(4), pages 407-419, April.
    7. Jesus Perez-Mayo, 2005. "Identifying deprivation profiles in Spain: a new approach," Applied Economics, Taylor & Francis Journals, vol. 37(8), pages 943-955.
    8. Vítor João Pereira Domingues Martinho, 2019. "Social Justice: Disparities in Average Earnings across Portuguese Municipalities," Social Sciences, MDPI, vol. 8(4), pages 1-17, April.
    9. Jin-Won Noh & Kyoung-Beom Kim & Jooyoung Cheon & Yejin Lee & Ki-Bong Yoo, 2019. "Factors Associated with Single-Use and Co-Use of Tobacco and Alcohol: A Multinomial Modeling Approach," IJERPH, MDPI, vol. 16(19), pages 1-11, September.
    10. Talita Greyling & Fiona Tregenna, 2017. "Construction and Analysis of a Composite Quality of Life Index for a Region of South Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(3), pages 887-930, April.
    11. Kino, Shiho & Jang, Soong-nang & Takahashi, Shuko & Ebner, Daniel K. & Kawachi, Ichiro, 2020. "Socioeconomic disparities in self-rated health in two East Asian countries: Comparative study between Japan and Korea," Social Science & Medicine, Elsevier, vol. 253(C).
    12. Rahman, Tauhidur & Mittelhammer, Ronald C. & Wandschneider, Philip R., 2004. "A Latent Variable Mimic Approach To Inferring The Quality Of Life," 2004 Annual meeting, August 1-4, Denver, CO 20351, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    13. Garbarski, Dana, 2010. "Perceived social position and health: Is there a reciprocal relationship?," Social Science & Medicine, Elsevier, vol. 70(5), pages 692-699, March.
    14. Rahman, Tauhidur & Mittelhammer, Ronald C. & Wandschneider, Philip R., 2003. "A Sensitivity Analysis Of Quality Of Life Indices Across Countries," 2003 Annual meeting, July 27-30, Montreal, Canada 22045, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    15. Smith, Kimberly V. & Goldman, Noreen, 2007. "Socioeconomic differences in health among older adults in Mexico," Social Science & Medicine, Elsevier, vol. 65(7), pages 1372-1385, October.
    16. Naz Onel & Avinandan Mukherjee, 2014. "The effects of national culture and human development on environmental health," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 16(1), pages 79-101, February.
    17. Malgorzata Mikucka, 2016. "How to Measure Employment Status and Occupation in Analyses of Survey Data? (Jak mierzyc status zatrudnienia i pozycjê zawodowa w analizach danych sondazowych?)," Problemy Zarzadzania, University of Warsaw, Faculty of Management, vol. 14(60), pages 40-60.
    18. Samuel H. Fishman, 2025. "Occupational Status and Health in Early Midlife," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 44(1), pages 1-27, February.
    19. Suman Seth and Antonio Villar, 2017. "Measuring Human Development and Human Deprivations," OPHI Working Papers ophiwp110.pdf, Queen Elizabeth House, University of Oxford.
    20. Valérie Berenger & Cuauhtémoc Calderón Villarreal & Franck Celestini, 2009. "Modelling the Distribution of Multidimensional Poverty Scores: Evidence from Mexico," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 24(1), pages 3-34.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0209442. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.